Pandas Profiling Report

Dataset info

Number of variables	57
Number of observations	138047
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	60.0 MiB
Average record size in memory	456.0 B

Variables types

Numeric	45
Categorical	3
Boolean	1
Date	0
URL	0
Text (Unique)	1
Rejected	7
Unsupported	0

Warnings

`AddressOfEntryPoint` is highly skewed (γ1 = 252.430701)	Skewed
`AddressOfEntryPoint` has 6256 (4.5%) zeros	Zeros
`BaseOfCode` is highly skewed (γ1 = 358.5142459)	Skewed
`BaseOfCode` has 1691 (1.2%) zeros	Zeros
`BaseOfData` is highly skewed (γ1 = 88.78734669)	Skewed
`BaseOfData` has 17234 (12.5%) zeros	Zeros
`CheckSum` has 18737 (13.6%) zeros	Zeros
`DllCharacteristics` has 16788 (12.2%) zeros	Zeros
`ExportNb` is highly skewed (γ1 = 25.58107956)	Skewed
`ExportNb` has 110015 (79.7%) zeros	Zeros
`FileAlignment` is highly skewed (γ1 = 33.97077585)	Skewed
`ImageBase` is highly skewed (γ1 = 185.7673274)	Skewed
`ImportsNb` has 8814 (6.4%) zeros	Zeros
`ImportsNbDLL` has 8814 (6.4%) zeros	Zeros
`ImportsNbOrdinal` is highly skewed (γ1 = 39.77300233)	Skewed
`ImportsNbOrdinal` has 95967 (69.5%) zeros	Zeros
`LoadConfigurationSize` is highly skewed (γ1 = 79.1036283)	Skewed
`LoadConfigurationSize` has 62018 (44.9%) zeros	Zeros
`LoaderFlags` is highly skewed (γ1 = 259.3126332)	Skewed
`LoaderFlags` has 138022 (> 99.9%) zeros	Zeros
`MajorImageVersion` has 86929 (63.0%) zeros	Zeros
`MajorLinkerVersion` is highly skewed (γ1 = 30.30883116)	Skewed
`MajorOperatingSystemVersion` is highly skewed (γ1 = 371.4931838)	Skewed
`MinorImageVersion` is highly correlated with `MajorImageVersion` (ρ = 0.9975330215)	Rejected
`MinorLinkerVersion` has 119136 (86.3%) zeros	Zeros
`MinorOperatingSystemVersion` is highly skewed (γ1 = 204.8058794)	Skewed
`MinorOperatingSystemVersion` has 49616 (35.9%) zeros	Zeros
`MinorSubsystemVersion` is highly correlated with `LoaderFlags` (ρ = 0.9951869207)	Rejected
`Name` has a high cardinality: 107488 distinct values	Warning
`NumberOfRvaAndSizes` is highly skewed (γ1 = 213.8576793)	Skewed
`ResourcesMaxEntropy` has 1646 (1.2%) zeros	Zeros
`ResourcesMaxSize` is highly skewed (γ1 = 153.2821208)	Skewed
`ResourcesMaxSize` has 1630 (1.2%) zeros	Zeros
`ResourcesMeanEntropy` has 1646 (1.2%) zeros	Zeros
`ResourcesMeanSize` is highly skewed (γ1 = 252.3658596)	Skewed
`ResourcesMeanSize` has 1630 (1.2%) zeros	Zeros
`ResourcesMinEntropy` has 4660 (3.4%) zeros	Zeros
`ResourcesMinSize` is highly skewed (γ1 = 371.5394988)	Skewed
`ResourcesMinSize` has 1670 (1.2%) zeros	Zeros
`ResourcesNb` is highly skewed (γ1 = 26.21004226)	Skewed
`ResourcesNb` has 1617 (1.2%) zeros	Zeros
`SectionAlignment` is highly skewed (γ1 = 214.3991078)	Skewed
`SectionMaxRawsize` is highly skewed (γ1 = 131.8316281)	Skewed
`SectionMaxVirtualsize` is highly skewed (γ1 = 282.3504404)	Skewed
`SectionsMeanRawsize` is highly correlated with `SectionMaxRawsize` (ρ = 0.9734351815)	Rejected
`SectionsMeanVirtualsize` is highly correlated with `SectionMaxVirtualsize` (ρ = 0.9903585268)	Rejected
`SectionsMinEntropy` has 29967 (21.7%) zeros	Zeros
`SectionsMinRawsize` is highly skewed (γ1 = 42.26941708)	Skewed
`SectionsMinRawsize` has 28589 (20.7%) zeros	Zeros
`SectionsMinVirtualsize` is highly correlated with `SectionsMinRawsize` (ρ = 0.9991652712)	Rejected
`SizeOfCode` is highly skewed (γ1 = 275.6827229)	Skewed
`SizeOfCode` has 6009 (4.4%) zeros	Zeros
`SizeOfHeaders` is highly skewed (γ1 = 129.3563751)	Skewed
`SizeOfHeapCommit` is highly correlated with `MinorSubsystemVersion` (ρ = 0.9999700019)	Rejected
`SizeOfHeapReserve` has 1657 (1.2%) zeros	Zeros
`SizeOfImage` is highly skewed (γ1 = 117.6035024)	Skewed
`SizeOfInitializedData` is highly skewed (γ1 = 191.4932835)	Skewed
`SizeOfInitializedData` has 1855 (1.3%) zeros	Zeros
`SizeOfOptionalHeader` is highly correlated with `Machine` (ρ = 0.9975412078)	Rejected
`SizeOfStackCommit` is highly skewed (γ1 = 67.92858101)	Skewed
`SizeOfStackCommit` has 1778 (1.3%) zeros	Zeros
`SizeOfStackReserve` has 1755 (1.3%) zeros	Zeros
`SizeOfUninitializedData` is highly skewed (γ1 = 262.4166734)	Skewed
`SizeOfUninitializedData` has 121931 (88.3%) zeros	Zeros
`VersionInformationSize` has 29872 (21.6%) zeros	Zeros

AddressOfEntryPoint
Numeric

Distinct count	23110
Unique (%)	16.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	171956.1434
Minimum	0
Maximum	1074484297
Zeros (%)	4.5%

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Quantile statistics

Minimum	0
5-th percentile	4112
Q1	12721
Median	52883
Q3	61578
95-th percentile	499492
Maximum	1074484297
Range	1074484297
Interquartile range	48857

Descriptive statistics

Standard deviation	3430552.5
Coef of variation	19.95015957
Kurtosis	74080.23405
Mean	171956.1434
MAD	236474.229
Skewness	252.430701
Sum	2.373802973e+10
Variance	1.176869046e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 2.24000000e+02 4.84000000e+02 7.52000000e+02 7.81000000e+02 ... 1.71889940e+07 3.34259040e+07 1.34222216e+08 1.34223328e+08 1.07448430e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
61532	8810	6.4%
0	6256	4.5%
61578	6187	4.5%
61562	5416	3.9%
5339	5314	3.8%
40000	3782	2.7%
61658	3564	2.6%
24735	2951	2.1%
58650	2911	2.1%
14764	2490	1.8%
Other values (23100)	90366	65.5%

Minimum 5 values

Value	Count	Frequency (%)
0	6256	4.5%
448	1	< 0.1%
520	11	< 0.1%
528	2	< 0.1%
736	16	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1074484297	1	< 0.1%
536891488	1	< 0.1%
134223376	1	< 0.1%
134223280	1	< 0.1%
134221152	1	< 0.1%

BaseOfCode
Numeric

Distinct count	385
Unique (%)	0.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	57798.44921
Minimum	0
Maximum	2028711251
Zeros (%)	1.2%

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Quantile statistics

Minimum	0
5-th percentile	4096
Q1	4096
Median	4096
Q3	4096
95-th percentile	8192
Maximum	2028711251
Range	2028711251
Interquartile range	0

Descriptive statistics

Standard deviation	5527658.054
Coef of variation	95.63678835
Kurtosis	131426.6251
Mean	57798.44921
MAD	104253.5532
Skewness	358.5142459
Sum	7978902518
Variance	3.055500356e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 2.24000000e+02 4.80000000e+02 5.36000000e+02 6.88000000e+02 ... 6.31193600e+06 6.78707200e+06 1.37236480e+07 1.17760000e+08 2.02871125e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4096	127181	92.1%
8192	5127	3.7%
0	1691	1.2%
892928	432	0.3%
884736	303	0.2%
401408	284	0.2%
65536	241	0.2%
5091328	223	0.2%
188416	181	0.1%
897024	106	0.1%
Other values (375)	2278	1.7%

Minimum 5 values

Value	Count	Frequency (%)
0	1691	1.2%
448	1	< 0.1%
512	11	< 0.1%
528	2	< 0.1%
544	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2028711251	1	< 0.1%
134217728	3	< 0.1%
101302272	2	< 0.1%
69382144	1	< 0.1%
66768896	1	< 0.1%

BaseOfData
Numeric

Distinct count	1106
Unique (%)	0.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	221374.2717
Minimum	0
Maximum	268435456
Zeros (%)	12.5%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	28672
Median	114688
Q3	126976
95-th percentile	626688
Maximum	268435456
Range	268435456
Interquartile range	98304

Descriptive statistics

Standard deviation	2188020.095
Coef of variation	9.883804825
Kurtosis	9396.058516
Mean	221374.2717
MAD	261181.6615
Skewness	88.78734669
Sum	3.056005408e+10
Variance	4.787431934e+12
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 6.00000000e+00 1.34000000e+02 4.03200000e+03 4.73600000e+03 ... 1.11964160e+07 1.74366720e+07 1.76107520e+07 3.38063360e+07 2.68435456e+08], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
126976	26116	18.9%
0	17234	12.5%
122880	15165	11.0%
12288	6336	4.6%
118784	5699	4.1%
28672	5561	4.0%
45056	5111	3.7%
36864	4783	3.5%
32768	3436	2.5%
4096	2829	2.0%
Other values (1096)	45777	33.2%

Minimum 5 values

Value	Count	Frequency (%)
0	17234	12.5%
12	17	< 0.1%
256	2	< 0.1%
512	1	< 0.1%
544	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
268435456	2	< 0.1%
263446528	1	< 0.1%
257961984	1	< 0.1%
226512896	1	< 0.1%
190849024	1	< 0.1%

Characteristics
Numeric

Distinct count	104
Unique (%)	0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4444.145994
Minimum	2
Maximum	49551
Zeros (%)	0.0%

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Quantile statistics

Minimum	2
5-th percentile	258
Q1	258
Median	258
Q3	8226
95-th percentile	33166
Maximum	49551
Range	49549
Interquartile range	7968

Descriptive statistics

Standard deviation	8186.782524
Coef of variation	1.842149771
Kurtosis	6.563515124
Mean	4444.145994
MAD	5627.518997
Skewness	2.63168177
Sum	613501022
Variance	67023408.09
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[2.00000e+00 2.50000e+00 2.45000e+01 3.45000e+01 3.70000e+01 ... 3.31750e+04 3.41800e+04 3.91120e+04 4.54545e+04 4.95510e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
258	69202	50.1%
8450	15895	11.5%
8226	13448	9.7%
271	9190	6.7%
33167	6694	4.8%
259	6389	4.6%
8462	5580	4.0%
783	4403	3.2%
34	2207	1.6%
33166	1639	1.2%
Other values (94)	3400	2.5%

Minimum 5 values

Value	Count	Frequency (%)
2	29	< 0.1%
3	3	< 0.1%
6	11	< 0.1%
7	5	< 0.1%
14	6	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
49551	1	< 0.1%
41358	102	0.1%
36866	1	< 0.1%
36767	1	< 0.1%
34182	1	< 0.1%

CheckSum
Numeric

Distinct count	81633
Unique (%)	59.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	179795931.3
Minimum	0
Maximum	4294967295
Zeros (%)	13.6%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	106576.5
Median	518026
Q3	571630.5
95-th percentile	2018190656
Maximum	4294967295
Range	4294967295
Interquartile range	465054

Descriptive statistics

Standard deviation	597619186.4
Coef of variation	3.323874919
Kurtosis	10.33429474
Mean	179795931.3
MAD	326705195.8
Skewness	3.3058514
Sum	2.482028892e+13
Variance	3.57148692e+17
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 2.50000000e+00 1.26000000e+02 3.08100000e+03 ... 2.01883000e+09 2.01883300e+09 2.01883338e+09 2.02240032e+09 4.29496730e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	18737	13.6%
2018161488	895	0.6%
345524	536	0.4%
301854	488	0.4%
213271	482	0.3%
259470	479	0.3%
396253	465	0.3%
308540	447	0.3%
635041	421	0.3%
2018577560	350	0.3%
Other values (81623)	114747	83.1%

Minimum 5 values

Value	Count	Frequency (%)
0	18737	13.6%
1	12	< 0.1%
4	3	< 0.1%
17	1	< 0.1%
108	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4294967295	3	< 0.1%
4291814374	1	< 0.1%
4290060562	1	< 0.1%
4283694232	1	< 0.1%
4281546321	1	< 0.1%

DllCharacteristics
Numeric

Distinct count	74
Unique (%)	0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	22312.12528
Minimum	0
Maximum	49504
Zeros (%)	12.2%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	320
Median	33088
Q3	33088
95-th percentile	34112
Maximum	49504
Range	49504
Interquartile range	32768

Descriptive statistics

Standard deviation	15440.57482
Coef of variation	0.6920261795
Kurtosis	-1.47102665
Mean	22312.12528
MAD	14504.87656
Skewness	-0.7109935591
Sum	3080121959
Variance	238411350.7
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 3.5000e+00 1.5500e+01 ... 3.4480e+04 4.3040e+04 4.9344e+04 4.9488e+04 4.9504e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
33088	61332	44.4%
0	16788	12.2%
320	16632	12.0%
32768	12699	9.2%
34112	11383	8.2%
1344	4419	3.2%
64	3840	2.8%
33024	3082	2.2%
1024	1799	1.3%
34048	1215	0.9%
Other values (64)	4858	3.5%

Minimum 5 values

Value	Count	Frequency (%)
0	16788	12.2%
1	98	0.1%
2	14	< 0.1%
3	7	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
49504	100	0.1%
49472	26	< 0.1%
49216	23	< 0.1%
36864	2	< 0.1%
34816	4	< 0.1%

ExportNb
Numeric

Distinct count	670
Unique (%)	0.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	23.67426311
Minimum	0
Maximum	16596
Zeros (%)	79.7%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	30
Maximum	16596
Range	16596
Interquartile range	0

Descriptive statistics

Standard deviation	252.093958
Coef of variation	10.64843948
Kurtosis	936.8954123
Mean	23.67426311
MAD	42.98502856
Skewness	25.58107956
Sum	3268161
Variance	63551.36364
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 2.5000e+00 3.5000e+00 4.5000e+00 ... 6.3825e+03 6.3985e+03 6.6275e+03 6.6350e+03 1.6596e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	110015	79.7%
4	4369	3.2%
1	2909	2.1%
2	2737	2.0%
5	2644	1.9%
3	1221	0.9%
6	1098	0.8%
8	766	0.6%
7	626	0.5%
11	550	0.4%
Other values (660)	11112	8.0%

Minimum 5 values

Value	Count	Frequency (%)
0	110015	79.7%
1	2909	2.1%
2	2737	2.0%
3	1221	0.9%
4	4369	3.2%

Maximum 5 values

Value	Count	Frequency (%)
16596	1	< 0.1%
14556	1	< 0.1%
13084	2	< 0.1%
13064	2	< 0.1%
12705	1	< 0.1%

FileAlignment
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	694.3866944
Minimum	16
Maximum	65536
Zeros (%)	0.0%

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Quantile statistics

Minimum	16
5-th percentile	512
Q1	512
Median	512
Q3	512
95-th percentile	512
Maximum	65536
Range	65520
Interquartile range	0

Descriptive statistics

Standard deviation	1289.921098
Coef of variation	1.857640863
Kurtosis	1664.414225
Mean	694.3866944
MAD	348.6740034
Skewness	33.97077585
Sum	95858000
Variance	1663896.44
Memory size	1.1 MiB

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
512	131455	95.2%
4096	6387	4.6%
128	107	0.1%
32	41	< 0.1%
65536	36	< 0.1%
1024	15	< 0.1%
16	3	< 0.1%
64	2	< 0.1%
2048	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
16	3	< 0.1%
32	41	< 0.1%
64	2	< 0.1%
128	107	0.1%
512	131455	95.2%

Maximum 5 values

Value	Count	Frequency (%)
65536	36	< 0.1%
4096	6387	4.6%
2048	1	< 0.1%
1024	15	< 0.1%
512	131455	95.2%

ImageBase
Numeric

Distinct count	9099
Unique (%)	6.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.350876486e+14
Minimum	65536
Maximum	1.844673528e+19
Zeros (%)	0.0%

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Quantile statistics

Minimum	65536
5-th percentile	4194304
Q1	4194304
Median	4194304
Q3	100335616
95-th percentile	8.792466352e+12
Maximum	1.844673528e+19
Range	1.844673528e+19
Interquartile range	96141312

Descriptive statistics

Standard deviation	9.929589436e+16
Coef of variation	185.5694009
Kurtosis	34507.99989
Mean	5.350876486e+14
MAD	1.068980865e+15
Skewness	185.7673274
Sum	7.386724463e+19
Variance	9.859674636e+33
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[6.55360000e+04 5.57056000e+05 4.16153600e+06 4.22707200e+06 4.29260800e+06 ... 8.79392886e+12 8.79393515e+12 8.79394210e+12 8.79394393e+12 1.84467353e+19], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4194304	100163	72.6%
268435456	4513	3.3%
16777216	2428	1.8%
6442450944	2172	1.6%
4294967296	1520	1.1%
5368709120	627	0.5%
1610547200	299	0.2%
6.597069701e+12	236	0.2%
1610481664	227	0.2%
1022361600	216	0.2%
Other values (9089)	25646	18.6%

Minimum 5 values

Value	Count	Frequency (%)
65536	124	0.1%
1048576	1	< 0.1%
1245184	1	< 0.1%
1441792	1	< 0.1%
1835008	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1.844673528e+19	4	< 0.1%
8.793944556e+12	14	< 0.1%
8.79394331e+12	23	< 0.1%
8.793942852e+12	11	< 0.1%
8.793941344e+12	20	< 0.1%

ImportsNb
Numeric

Distinct count	954
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	113.2256478
Minimum	0
Maximum	4432
Zeros (%)	6.4%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	67
Median	90
Q3	128
95-th percentile	309
Maximum	4432
Range	4432
Interquartile range	61

Descriptive statistics

Standard deviation	123.1347042
Coef of variation	1.087516005
Kurtosis	78.4911312
Mean	113.2256478
MAD	66.02919352
Skewness	5.782483175
Sum	15630461
Variance	15162.15538
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 3.5000e+00 4.5000e+00 ... 1.3880e+03 1.4305e+03 1.4485e+03 2.7025e+03 4.4320e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
90	12388	9.0%
89	11795	8.5%
0	8814	6.4%
155	7424	5.4%
41	5462	4.0%
1	5087	3.7%
96	4481	3.2%
87	4210	3.0%
7	3772	2.7%
98	3653	2.6%
Other values (944)	70961	51.4%

Minimum 5 values

Value	Count	Frequency (%)
0	8814	6.4%
1	5087	3.7%
2	166	0.1%
3	145	0.1%
4	275	0.2%

Maximum 5 values

Value	Count	Frequency (%)
4432	1	< 0.1%
4069	1	< 0.1%
4060	2	< 0.1%
3107	1	< 0.1%
3046	1	< 0.1%

ImportsNbDLL
Numeric

Distinct count	48
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.462936536
Minimum	0
Maximum	280
Zeros (%)	6.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
Median	4
Q3	8
95-th percentile	13
Maximum	280
Range	280
Interquartile range	5

Descriptive statistics

Standard deviation	4.362811008
Coef of variation	0.7986201156
Kurtosis	268.4687478
Mean	5.462936536
MAD	3.205490514
Skewness	6.137059529
Sum	754142
Variance	19.03411989
Memory size	1.1 MiB

Histogram with fixed size bins (bins=48)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 4.5 ... 35.5 38.5 39.5 44.5 280. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3	34223	24.8%
8	18786	13.6%
4	17829	12.9%
7	12751	9.2%
0	8814	6.4%
1	7699	5.6%
2	7648	5.5%
6	6051	4.4%
5	4077	3.0%
9	3809	2.8%
Other values (38)	16360	11.9%

Minimum 5 values

Value	Count	Frequency (%)
0	8814	6.4%
1	7699	5.6%
2	7648	5.5%
3	34223	24.8%
4	17829	12.9%

Maximum 5 values

Value	Count	Frequency (%)
280	1	< 0.1%
274	1	< 0.1%
210	1	< 0.1%
158	1	< 0.1%
79	1	< 0.1%

ImportsNbOrdinal
Numeric

Distinct count	337
Unique (%)	0.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.33834129
Minimum	0
Maximum	3450
Zeros (%)	69.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	15
Maximum	3450
Range	3450
Interquartile range	1

Descriptive statistics

Standard deviation	34.77674455
Coef of variation	8.01613848
Kurtosis	2868.762652
Mean	4.33834129
MAD	7.217381121
Skewness	39.77300233
Sum	598895
Variance	1209.421961
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 4.020e+02 5.355e+02 5.635e+02 7.625e+02 3.450e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	95967	69.5%
1	21392	15.5%
2	3467	2.5%
4	2094	1.5%
15	1264	0.9%
3	1197	0.9%
10	805	0.6%
19	751	0.5%
11	743	0.5%
8	698	0.5%
Other values (327)	9669	7.0%

Minimum 5 values

Value	Count	Frequency (%)
0	95967	69.5%
1	21392	15.5%
2	3467	2.5%
3	1197	0.9%
4	2094	1.5%

Maximum 5 values

Value	Count	Frequency (%)
3450	1	< 0.1%
3431	2	< 0.1%
2522	1	< 0.1%
1922	1	< 0.1%
1921	1	< 0.1%

legitimate
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	96724
1	41323

Toggle details

Value	Count	Frequency (%)
0	96724	70.1%
1	41323	29.9%

LoadConfigurationSize
Numeric

Distinct count	39
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	465674.9807
Minimum	0
Maximum	4294967294
Zeros (%)	44.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	72
Q3	72
95-th percentile	72
Maximum	4294967294
Range	4294967294
Interquartile range	72

Descriptive statistics

Standard deviation	26089866.93
Coef of variation	56.02591508
Kurtosis	8522.205604
Mean	465674.9807
MAD	930834.9623
Skewness	79.1036283
Sum	6.428503406e+10
Variance	6.806811562e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=39)

Histogram with variable size bins (bins=[0.00000000e+00 3.60000000e+01 8.20000000e+01 9.80000000e+01 1.08000000e+02 ... 8.68846421e+08 8.71205717e+08 9.54651590e+08 2.20619667e+09 4.29496729e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
72	73822	53.5%
0	62018	44.9%
148	973	0.7%
92	739	0.5%
112	393	0.3%
160	32	< 0.1%
870157141	14	< 0.1%
872254293	9	< 0.1%
869632853	7	< 0.1%
869108565	4	< 0.1%
Other values (29)	36	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	62018	44.9%
72	73822	53.5%
92	739	0.5%
104	2	< 0.1%
112	393	0.3%

Maximum 5 values

Value	Count	Frequency (%)
4294967294	1	< 0.1%
2734751745	1	< 0.1%
2213520143	1	< 0.1%
2198873204	1	< 0.1%
1953702002	1	< 0.1%

LoaderFlags
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	36085.05999
Minimum	0
Maximum	2328297507
Zeros (%)	> 99.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	2328297507
Range	2328297507
Interquartile range	0

Descriptive statistics

Standard deviation	8904748.094
Coef of variation	246.7710486
Kurtosis	67721.55576
Mean	36085.05999
MAD	72166.55349
Skewness	259.3126332
Sum	4981434277
Variance	7.929453862e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=15)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 1.10000000e+01 7.98000000e+02 2.50635000e+04 7.27169500e+05 2.32829751e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	138022	> 99.9%
256	8	< 0.1%
1	4	< 0.1%
2328297507	2	< 0.1%
13049	1	< 0.1%
17509	1	< 0.1%
32618	1	< 0.1%
15839	1	< 0.1%
323315710	1	< 0.1%
3918	1	< 0.1%
Other values (5)	5	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	138022	> 99.9%
1	4	< 0.1%
21	1	< 0.1%
256	8	< 0.1%
1340	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2328297507	2	< 0.1%
323315710	1	< 0.1%
1421721	1	< 0.1%
32618	1	< 0.1%
17509	1	< 0.1%

Machine
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

332	122133
34404	15911
512	3

Toggle details

Common values
Composition

Value	Count	Frequency (%)
332	122133	88.5%
34404	15911	11.5%
512	3	< 0.1%

Max length	5
Mean length	3.230515694
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MajorImageVersion
Numeric

Distinct count	38
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	68.75198302
Minimum	0
Maximum	28619
Zeros (%)	63.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	6
95-th percentile	6
Maximum	28619
Range	28619
Interquartile range	6

Descriptive statistics

Standard deviation	1185.886042
Coef of variation	17.248754
Kurtosis	317.4676596
Mean	68.75198302
MAD	132.7183148
Skewness	17.85951217
Sum	9491005
Variance	1406325.705
Memory size	1.1 MiB

Histogram with fixed size bins (bins=38)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 3.5000e+00 4.5000e+00 ... 1.7515e+03 4.5660e+03 1.5582e+04 2.4967e+04 2.8619e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	86929	63.0%
6	42607	30.9%
5	4700	3.4%
1	1093	0.8%
8	819	0.6%
10	704	0.5%
21315	426	0.3%
9	309	0.2%
4	223	0.2%
7	61	< 0.1%
Other values (28)	176	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	86929	63.0%
1	1093	0.8%
2	53	< 0.1%
3	41	< 0.1%
4	223	0.2%

Maximum 5 values

Value	Count	Frequency (%)
28619	1	< 0.1%
21315	426	0.3%
9849	1	< 0.1%
9194	1	< 0.1%
7641	1	< 0.1%

MajorLinkerVersion
Numeric

Distinct count	41
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.619774425
Minimum	0
Maximum	255
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
Median	9
Q3	10
95-th percentile	11
Maximum	255
Range	255
Interquartile range	2

Descriptive statistics

Standard deviation	4.088756513
Coef of variation	0.4743461152
Kurtosis	1702.394652
Mean	8.619774425
MAD	1.891795654
Skewness	30.30883116
Sum	1189934
Variance	16.71792982
Memory size	1.1 MiB

Histogram with fixed size bins (bins=41)

Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 31.5 79. 95. 254. 255. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10	46596	33.8%
9	30798	22.3%
8	15550	11.3%
11	13941	10.1%
2	13078	9.5%
6	7633	5.5%
7	5416	3.9%
12	3558	2.6%
5	1044	0.8%
4	107	0.1%
Other values (31)	326	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0	49	< 0.1%
1	69	< 0.1%
2	13078	9.5%
3	67	< 0.1%
4	107	0.1%

Maximum 5 values

Value	Count	Frequency (%)
255	13	< 0.1%
253	2	< 0.1%
242	2	< 0.1%
187	2	< 0.1%
154	1	< 0.1%

MajorOperatingSystemVersion
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.097843488
Minimum	0
Maximum	36868
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	4
Q1	4
Median	5
Q3	5
95-th percentile	6
Maximum	36868
Range	36868
Interquartile range	1

Descriptive statistics

Standard deviation	99.22019151
Coef of variation	19.46316943
Kurtosis	138020.4565
Mean	5.097843488
MAD	0.8731785565
Skewness	371.4931838
Sum	703742
Variance	9844.646404
Memory size	1.1 MiB

Histogram with fixed size bins (bins=12)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 3.5000e+00 4.5000e+00 5.5000e+00 6.5000e+00 9.5000e+00 1.8439e+04 3.6868e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	77610	56.2%
4	30273	21.9%
6	25309	18.3%
1	4684	3.4%
10	113	0.1%
0	47	< 0.1%
8	3	< 0.1%
9	2	< 0.1%
7	2	< 0.1%
3	2	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	47	< 0.1%
1	4684	3.4%
2	1	< 0.1%
3	2	< 0.1%
4	30273	21.9%

Maximum 5 values

Value	Count	Frequency (%)
36868	1	< 0.1%
10	113	0.1%
9	2	< 0.1%
8	3	< 0.1%
7	2	< 0.1%

MajorSubsystemVersion
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.861894862
Minimum	1
Maximum	10
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	4
Q1	4
Median	5
Q3	5
95-th percentile	6
Maximum	10
Range	9
Interquartile range	1

Descriptive statistics

Standard deviation	0.6477202308
Coef of variation	0.1332238251
Kurtosis	1.098801808
Mean	4.861894862
MAD	0.4871110763
Skewness	0.2281386823
Sum	671170
Variance	0.4195414973
Memory size	1.1 MiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[ 1. 3.5 4.5 5.5 8. 10. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	79565	57.6%
4	38649	28.0%
6	19657	14.2%
3	86	0.1%
10	51	< 0.1%
1	39	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	39	< 0.1%
3	86	0.1%
4	38649	28.0%
5	79565	57.6%
6	19657	14.2%

Maximum 5 values

Value	Count	Frequency (%)
10	51	< 0.1%
6	19657	14.2%
5	79565	57.6%
4	38649	28.0%
3	86	0.1%

md5
Categorical, Unique

First 5 values
00008be6c1750e26e86b13023e9c446d
00047bbfaf0ee278576a1f5747c111da
0004ab22382c0c98cded6070a9774df9
00059aafaf28b362197b90d3fd5062bb
0005bb61a7fc798c238623103be7a3d1

Last 5 values
fffc92ba74e5ddc975d5607501d01b21
fffcd60b22efd6e82456fabf59f51da9
fffcf881aa142aa47a1f4cc49be8133b
fffdf8cb11b2b0fec2930ddc912511a1
ffff110cd8484dd75795eb2c94f2ca41

Toggle details

First 5 values

Value	Count	Frequency (%)
00008be6c1750e26e86b13023e9c446d	1	< 0.1%
00047bbfaf0ee278576a1f5747c111da	1	< 0.1%
0004ab22382c0c98cded6070a9774df9	1	< 0.1%
00059aafaf28b362197b90d3fd5062bb	1	< 0.1%
0005bb61a7fc798c238623103be7a3d1	1	< 0.1%

Last 5 values

Value	Count	Frequency (%)
ffff110cd8484dd75795eb2c94f2ca41	1	< 0.1%
fffdf8cb11b2b0fec2930ddc912511a1	1	< 0.1%
fffcf881aa142aa47a1f4cc49be8133b	1	< 0.1%
fffcd60b22efd6e82456fabf59f51da9	1	< 0.1%
fffc92ba74e5ddc975d5607501d01b21	1	< 0.1%

MinorImageVersion
Highly correlated

This variable is highly correlated with MajorImageVersion and should be ignored for analysis

Correlation	0.9975330215

MinorLinkerVersion
Numeric

Distinct count	62
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.819286185
Minimum	0
Maximum	255
Zeros (%)	86.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	25
Maximum	255
Range	255
Interquartile range	0

Descriptive statistics

Standard deviation	11.86267483
Coef of variation	3.105992653
Kurtosis	45.8960478
Mean	3.819286185
MAD	6.595554077
Skewness	4.807796707
Sum	527241
Variance	140.7230541
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 9.5 ... 71.5 77.5 83. 253.5 255. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	119136	86.3%
25	8436	6.1%
10	4837	3.5%
56	4056	2.9%
12	658	0.5%
22	266	0.2%
50	116	0.1%
23	69	< 0.1%
20	65	< 0.1%
1	64	< 0.1%
Other values (52)	344	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0	119136	86.3%
1	64	< 0.1%
2	23	< 0.1%
3	14	< 0.1%
4	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
255	20	< 0.1%
252	2	< 0.1%
250	1	< 0.1%
238	1	< 0.1%
160	8	< 0.1%

MinorOperatingSystemVersion
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.092982825
Minimum	0
Maximum	17757
Zeros (%)	35.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	1
95-th percentile	1
Maximum	17757
Range	17757
Interquartile range	1

Descriptive statistics

Standard deviation	77.55107708
Coef of variation	70.95361
Kurtosis	43791.7936
Mean	1.092982825
MAD	0.8992014067
Skewness	204.8058794
Sum	150883
Variance	6014.169556
Memory size	1.1 MiB

Histogram with fixed size bins (bins=12)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 2.5000e+00 3.5000e+00 2.3000e+01 2.5650e+02 1.7757e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	84280	61.1%
0	49616	35.9%
2	2404	1.7%
3	1732	1.3%
11	4	< 0.1%
17757	2	< 0.1%
9985	2	< 0.1%
257	2	< 0.1%
256	2	< 0.1%
35	1	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	49616	35.9%
1	84280	61.1%
2	2404	1.7%
3	1732	1.3%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
17757	2	< 0.1%
9985	2	< 0.1%
257	2	< 0.1%
256	2	< 0.1%
35	1	< 0.1%

MinorSubsystemVersion
Highly correlated

This variable is highly correlated with LoaderFlags and should be ignored for analysis

Correlation	0.9951869207

Name
Categorical

Distinct count	107488
Unique (%)	77.9%
Missing (%)	0.0%
Missing (n)	0

mshtml.dll	187
urlmon.dll	175
ieframe.dll	173
Other values (107485)	137512

Toggle details

Common values
Composition

Value	Count	Frequency (%)
mshtml.dll	187	0.1%
urlmon.dll	175	0.1%
ieframe.dll	173	0.1%
wininet.dll	169	0.1%
iertutil.dll	169	0.1%
jsproxy.dll	165	0.1%
mshtmled.dll	161	0.1%
ieui.dll	159	0.1%
sqmapi.dll	157	0.1%
ieproxy.dll	151	0.1%
Other values (107478)	136381	98.8%

Max length	84
Mean length	34.89316682
Min length	5
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

NumberOfRvaAndSizes
Numeric

Distinct count	23
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	79087.62006
Minimum	7
Maximum	3402309701
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	7
5-th percentile	16
Q1	16
Median	16
Q3	16
95-th percentile	16
Maximum	3402309701
Range	3402309694
Interquartile range	0

Descriptive statistics

Standard deviation	14669006.5
Coef of variation	185.4779103
Kurtosis	47274.93653
Mean	79087.62006
MAD	158132.9101
Skewness	213.8576793
Sum	1.091780869e+10
Variance	2.151797516e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=23)

Histogram with variable size bins (bins=[7.0000000e+00 1.2000000e+01 1.4500000e+01 1.5500000e+01 1.6500000e+01 9.6000000e+01 2.3889500e+04 3.4023097e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16	137982	> 99.9%
15	22	< 0.1%
14	15	< 0.1%
10	6	< 0.1%
17	2	< 0.1%
48	2	< 0.1%
3402309701	2	< 0.1%
3832	1	< 0.1%
7	1	< 0.1%
48315183	1	< 0.1%
Other values (13)	13	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
10	6	< 0.1%
14	15	< 0.1%
15	22	< 0.1%
16	137982	> 99.9%

Maximum 5 values

Value	Count	Frequency (%)
3402309701	2	< 0.1%
2415919120	1	< 0.1%
503918976	1	< 0.1%
478545063	1	< 0.1%
408335829	1	< 0.1%

ResourcesMaxEntropy
Numeric

Distinct count	23004
Unique (%)	16.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.521609606
Minimum	0
Maximum	7.999999979
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3.498670228
Q1	4.828705865
Median	5.317552356
Q3	6.502239013
95-th percentile	7.990743137
Maximum	7.999999979
Range	7.999999979
Interquartile range	1.673533148

Descriptive statistics

Standard deviation	1.597402564
Coef of variation	0.2893001639
Kurtosis	0.3180016452
Mean	5.521609606
MAD	1.228969154
Skewness	-0.1426309716
Sum	762241.6413
Variance	2.551694952
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.19179772 1.42935862 1.52329585 2.5488403 ... 7.99956074 7.99970343 7.99970862 7.99997593 7.99999998], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.317552356	24236	17.6%
5.155408542	5261	3.8%
5.869969231	3521	2.6%
7.990487368	3499	2.5%
3.764385433	3109	2.3%
7.967002024	2951	2.1%
4.0355385	2277	1.6%
5.050073552	2189	1.6%
7.987937272	1779	1.3%
0	1646	1.2%
Other values (22994)	87579	63.4%

Minimum 5 values

Value	Count	Frequency (%)
0	1646	1.2%
0.3835954354	1	< 0.1%
0.4363437339	1	< 0.1%
0.4917200597	1	< 0.1%
0.6547942184	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.999999979	2	< 0.1%
7.999998584	16	< 0.1%
7.999992959	1	< 0.1%
7.999992864	1	< 0.1%
7.999991997	1	< 0.1%

ResourcesMaxSize
Numeric

Distinct count	6150
Unique (%)	4.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	246590.254
Minimum	0
Maximum	4294902624
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	840
Q1	2216
Median	9640
Q3	23780
95-th percentile	534528
Maximum	4294902624
Range	4294902624
Interquartile range	21564

Descriptive statistics

Standard deviation	21248603.86
Coef of variation	86.16968238
Kurtosis	25383.0631
Mean	246590.254
MAD	412368.8984
Skewness	153.2821208
Sum	3.404104479e+10
Variance	4.515031662e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 8.20000000e+01 8.70000000e+01 2.84500000e+02 ... 1.13431485e+07 1.16045725e+07 2.59505115e+07 8.07272925e+07 4.29490262e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9640	36948	26.8%
3752	6175	4.5%
2216	5035	3.6%
7336	3479	2.5%
22648	3359	2.4%
534528	2951	2.1%
67624	2600	1.9%
908	2427	1.8%
17005	1779	1.3%
16936	1717	1.2%
Other values (6140)	71577	51.8%

Minimum 5 values

Value	Count	Frequency (%)
0	1630	1.2%
1	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
40	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4294902624	1	< 0.1%
3707765520	1	< 0.1%
2969567280	1	< 0.1%
2415919166	2	< 0.1%
2415919134	1	< 0.1%

ResourcesMeanEntropy
Numeric

Distinct count	42745
Unique (%)	31.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.000126786
Minimum	0
Maximum	7.999722868
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3.029701606
Q1	3.458505343
Median	3.729823906
Q3	4.233051101
95-th percentile	6.825405641
Maximum	7.999722868
Range	7.999722868
Interquartile range	0.7745457579

Descriptive statistics

Standard deviation	1.112980784
Coef of variation	0.2782363769
Kurtosis	3.063954225
Mean	4.000126786
MAD	0.7489699667
Skewness	0.7764237054
Sum	552205.5025
Variance	1.238726226
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.01068544 0.57116941 0.5714278 1.39403898 ... 7.39213421 7.39700588 7.47659202 7.99964209 7.99972287], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.75279848	6020	4.4%
3.729823906	5620	4.1%
3.67288131	3558	2.6%
4.091268953	3470	2.5%
4.453367955	2951	2.1%
3.312742947	2910	2.1%
3.671985818	2708	2.0%
3.776759766	2524	1.8%
3.425848761	2277	1.6%
3.756068212	1914	1.4%
Other values (42735)	104095	75.4%

Minimum 5 values

Value	Count	Frequency (%)
0	1646	1.2%
0.02137087276	1	< 0.1%
0.03282708034	1	< 0.1%
0.03485815035	1	< 0.1%
0.03727914871	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.999722868	1	< 0.1%
7.999712155	1	< 0.1%
7.999704568	3	< 0.1%
7.99969873	1	< 0.1%
7.999698558	1	< 0.1%

ResourcesMeanSize
Numeric

Distinct count	16013
Unique (%)	11.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	55450.93496
Minimum	0
Maximum	2415919166
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	448
Q1	956
Median	2708.153846
Q3	6558.428571
95-th percentile	58415.28571
Maximum	2415919166
Range	2415919166
Interquartile range	5602.428571

Descriptive statistics

Standard deviation	7799163.384
Coef of variation	140.6498085
Kurtosis	71842.25204
Mean	55450.93496
MAD	94312.01288
Skewness	252.3658596
Sum	7654835218
Variance	6.082694949e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 2.50000000e-01 1.13054878e+02 1.19398058e+02 1.63833333e+02 ... 1.38963400e+06 2.32628400e+06 4.13648583e+06 7.88297952e+06 2.41591917e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2739.5	11588	8.4%
2738.833333	9836	7.1%
1314.166667	3862	2.8%
2088.75	3470	2.5%
80992.85714	2951	2.1%
2517.6	2910	2.1%
2740.166667	2524	1.8%
3146.4	2277	1.6%
908	2203	1.6%
717.1428571	1706	1.2%
Other values (16003)	94720	68.6%

Minimum 5 values

Value	Count	Frequency (%)
0	1630	1.2%
0.5	2	< 0.1%
6.875	1	< 0.1%
16	1	< 0.1%
20.28571429	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2415919166	1	< 0.1%
1235922137	1	< 0.1%
603980318.5	1	< 0.1%
593916568.8	1	< 0.1%
390446036	1	< 0.1%

ResourcesMinEntropy
Numeric

Distinct count	17929
Unique (%)	13.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.434541487
Minimum	0
Maximum	7.999722868
Zeros (%)	3.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.9038115119
Q1	2.178747716
Median	2.458492226
Q3	2.696832583
95-th percentile	3.55911506
Maximum	7.999722868
Range	7.999722868
Interquartile range	0.5180848672

Descriptive statistics

Standard deviation	0.8155769063
Coef of variation	0.3350022625
Kurtosis	2.735808624
Mean	2.434541487
MAD	0.523861848
Skewness	-0.6680895174
Sum	336081.1487
Variance	0.66516569
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 6.79404037e-04 1.60172030e-03 4.31467302e-02 5.04649317e-02 ... 6.77894881e+00 6.87139011e+00 7.31602938e+00 7.99964209e+00 7.99972287e+00], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.458492226	41736	30.2%
0	4660	3.4%
2.623078165	4363	3.2%
2.645763007	3974	2.9%
2.674419892	3109	2.3%
2.160964047	2247	1.6%
2.413566645	1912	1.4%
1.971335285	1715	1.2%
2.617026402	1662	1.2%
2.719302084	1524	1.1%
Other values (17919)	71145	51.5%

Minimum 5 values

Value	Count	Frequency (%)
0	4660	3.4%
0.001358808075	32	< 0.1%
0.001844632532	4	< 0.1%
0.003073488156	1	< 0.1%
0.01018533563	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.999722868	1	< 0.1%
7.999712155	1	< 0.1%
7.999704568	3	< 0.1%
7.99969873	1	< 0.1%
7.999698558	1	< 0.1%

ResourcesMinSize
Numeric

Distinct count	1011
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	18180.81656
Minimum	0
Maximum	2415919166
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	16
Q1	48
Median	48
Q3	132
95-th percentile	964
Maximum	2415919166
Range	2415919166
Interquartile range	84

Descriptive statistics

Standard deviation	6502369.185
Coef of variation	357.6500078
Kurtosis	138043.3973
Mean	18180.81656
MAD	35928.50109
Skewness	371.5394988
Sum	2509807184
Variance	4.228080502e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 1.50000000e+00 2.50000000e+00 3.50000000e+00 ... 8.20114000e+05 8.20370000e+05 8.20882000e+05 2.36867000e+06 2.41591917e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
48	54498	39.5%
20	10516	7.6%
62	9116	6.6%
16	6126	4.4%
44	4202	3.0%
34	3479	2.5%
200	2668	1.9%
908	2224	1.6%
132	1879	1.4%
104	1689	1.2%
Other values (1001)	41650	30.2%

Minimum 5 values

Value	Count	Frequency (%)
0	1670	1.2%
1	34	< 0.1%
2	639	0.5%
3	9	< 0.1%
4	336	0.2%

Maximum 5 values

Value	Count	Frequency (%)
2415919166	1	< 0.1%
3916200	2	< 0.1%
821140	4	< 0.1%
820624	6	< 0.1%
820116	36	< 0.1%

ResourcesNb
Numeric

Distinct count	496
Unique (%)	0.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	22.05070012
Minimum	0
Maximum	7694
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
Median	6
Q3	13
95-th percentile	54
Maximum	7694
Range	7694
Interquartile range	8

Descriptive statistics

Standard deviation	136.4942438
Coef of variation	6.190018597
Kurtosis	1013.93051
Mean	22.05070012
MAD	26.44243257
Skewness	26.21004226
Sum	3044033
Variance	18630.6786
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 2.5000e+00 3.5000e+00 ... 2.9180e+03 3.1320e+03 3.1960e+03 7.3315e+03 7.6940e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	34463	25.0%
1	16814	12.2%
7	10127	7.3%
5	9113	6.6%
2	7261	5.3%
8	5602	4.1%
3	5465	4.0%
14	3556	2.6%
13	3302	2.4%
16	3246	2.4%
Other values (486)	39098	28.3%

Minimum 5 values

Value	Count	Frequency (%)
0	1617	1.2%
1	16814	12.2%
2	7261	5.3%
3	5465	4.0%
4	2785	2.0%

Maximum 5 values

Value	Count	Frequency (%)
7694	4	< 0.1%
7457	3	< 0.1%
7355	2	< 0.1%
7308	2	< 0.1%
5905	2	< 0.1%

SectionAlignment
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	7323.764341
Minimum	16
Maximum	134217728
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	16
5-th percentile	4096
Q1	4096
Median	4096
Q3	4096
95-th percentile	4096
Maximum	134217728
Range	134217712
Interquartile range	0

Descriptive statistics

Standard deviation	625768.6895
Coef of variation	85.44358616
Kurtosis	45980.89531
Mean	7323.764341
MAD	6214.072675
Skewness	214.3991078
Sum	1011023696
Variance	3.915864527e+11
Memory size	1.1 MiB

Histogram with fixed size bins (bins=12)

Histogram with variable size bins (bins=[1.60000000e+01 2.40000000e+01 4.80000000e+01 9.60000000e+01 3.20000000e+02 ... 3.07200000e+03 6.14400000e+03 1.22880000e+04 1.08134400e+06 1.34217728e+08], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4096	132510	96.0%
8192	5128	3.7%
65536	231	0.2%
128	107	0.1%
32	41	< 0.1%
512	14	< 0.1%
2097152	4	< 0.1%
16	3	< 0.1%
16384	3	< 0.1%
134217728	3	< 0.1%
Other values (2)	3	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
16	3	< 0.1%
32	41	< 0.1%
64	2	< 0.1%
128	107	0.1%
512	14	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
134217728	3	< 0.1%
2097152	4	< 0.1%
65536	231	0.2%
16384	3	< 0.1%
8192	5128	3.7%

SectionMaxRawsize
Numeric

Distinct count	4796
Unique (%)	3.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	650680.5078
Minimum	64
Maximum	4294885376
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	64
5-th percentile	10240
Q1	57344
Median	252928
Q3	330752
95-th percentile	958464
Maximum	4294885376
Range	4294885312
Interquartile range	273408

Descriptive statistics

Standard deviation	30072259.74
Coef of variation	46.21662917
Kurtosis	17932.60644
Mean	650680.5078
MAD	809397.2011
Skewness	131.8316281
Sum	8.982449206e+10
Variance	9.043408058e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[6.40000000e+01 7.78500000e+02 1.10400000e+03 1.52000000e+03 1.55200000e+03 ... 3.42205440e+07 7.94342400e+07 3.03974912e+08 4.13561958e+09 4.29488538e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
330752	26774	19.4%
37888	4054	2.9%
330240	3058	2.2%
246272	2963	2.1%
29184	2659	1.9%
177152	2348	1.7%
24064	2025	1.5%
28672	1722	1.2%
338432	1678	1.2%
331264	1667	1.2%
Other values (4786)	89099	64.5%

Minimum 5 values

Value	Count	Frequency (%)
64	1	< 0.1%
512	4	< 0.1%
533	1	< 0.1%
1024	1576	1.1%
1184	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4294885376	1	< 0.1%
4278255617	4	< 0.1%
3992983552	1	< 0.1%
2415955968	1	< 0.1%
2315259904	2	< 0.1%

SectionMaxVirtualsize
Numeric

Distinct count	29123
Unique (%)	21.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	634980.8138
Minimum	0
Maximum	4294884876
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	10416
Q1	108504
Median	330808
Q3	339716
95-th percentile	1646956
Maximum	4294884876
Range	4294884876
Interquartile range	231212

Descriptive statistics

Standard deviation	12854626.76
Coef of variation	20.24411838
Kurtosis	91363.16358
Mean	634980.8138
MAD	709880.5267
Skewness	282.3504404
Sum	8.76571964e+10
Variance	1.652414292e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 2.50000000e+00 9.24000000e+02 9.74000000e+02 9.80000000e+02 ... 3.42203180e+07 7.25137640e+07 7.25159080e+07 3.60727912e+08 4.29488488e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
339652	9121	6.6%
339716	6590	4.8%
339684	3564	2.6%
37732	3564	2.6%
806912	3083	2.2%
338532	2911	2.1%
339748	2652	1.9%
110088	2490	1.8%
338628	2279	1.7%
177152	2277	1.6%
Other values (29113)	99516	72.1%

Minimum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
5	1	< 0.1%
288	1	< 0.1%
496	3	< 0.1%
566	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4294884876	1	< 0.1%
1409305424	1	< 0.1%
660602880	1	< 0.1%
536870912	1	< 0.1%
385889704	1	< 0.1%

SectionsMaxEntropy
Numeric

Distinct count	49062
Unique (%)	35.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.958912885
Minimum	0
Maximum	7.999993792
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	5.073112275
Q1	6.417698237
Median	6.687586794
Q3	7.963091905
95-th percentile	7.998575795
Maximum	7.999993792
Range	7.999993792
Interquartile range	1.545393668

Descriptive statistics

Standard deviation	1.044296835
Coef of variation	0.1500660882
Kurtosis	1.880905798
Mean	6.958912885
MAD	0.8599728112
Skewness	-1.108638625
Sum	960657.047
Variance	1.09055588
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 1.11681864 1.33304853 1.35736918 1.62917913 ... 7.99933364 7.99938809 7.9993891 7.99948604 7.99999379], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7.963098109	6020	4.4%
7.962775852	5621	4.1%
7.963091905	3559	2.6%
7.99894164	2951	2.1%
7.966134441	2910	2.1%
7.962578164	2708	2.0%
7.963113981	2524	1.8%
6.303238315	2489	1.8%
7.963345177	2277	1.6%
6.497884652	2031	1.5%
Other values (49052)	104957	76.0%

Minimum 5 values

Value	Count	Frequency (%)
0	7	< 0.1%
1.112302714	1	< 0.1%
1.121334572	1	< 0.1%
1.127089794	1	< 0.1%
1.131067033	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.999993792	1	< 0.1%
7.999992716	1	< 0.1%
7.999992614	1	< 0.1%
7.999991902	1	< 0.1%
7.999990662	1	< 0.1%

SectionsMeanEntropy
Numeric

Distinct count	58807
Unique (%)	42.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.63759881
Minimum	0
Maximum	7.995557576
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2.372847904
Q1	4.001088356
Median	4.892993426
Q3	5.638913293
95-th percentile	5.674032645
Maximum	7.995557576
Range	7.995557576
Interquartile range	1.637824937

Descriptive statistics

Standard deviation	1.099464429
Coef of variation	0.2370762271
Kurtosis	-0.3894752768
Mean	4.63759881
MAD	0.9224462579
Skewness	-0.7245993189
Sum	640206.6029
Variance	1.20882203
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.08672222 0.56709019 0.66692388 0.67005824 ... 7.88176032 7.98615542 7.9896838 7.99553843 7.99555758], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.659356113	6020	4.4%
5.646443651	5620	4.1%
5.63083048	3557	2.6%
4.263377062	2951	2.1%
5.627823251	2909	2.1%
5.633449497	2708	2.0%
5.666337131	2524	1.8%
3.345280014	2438	1.8%
5.597266374	2277	1.6%
5.652470062	1914	1.4%
Other values (58797)	105129	76.2%

Minimum 5 values

Value	Count	Frequency (%)
0	7	< 0.1%
0.1734444429	1	< 0.1%
0.5670059388	1	< 0.1%
0.5671744489	1	< 0.1%
0.5703366049	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.995557576	1	< 0.1%
7.995557096	1	< 0.1%
7.995538537	1	< 0.1%
7.995538324	1	< 0.1%
7.989941156	1	< 0.1%

SectionsMeanRawsize
Highly correlated

This variable is highly correlated with SectionMaxRawsize and should be ignored for analysis

Correlation	0.9734351815

SectionsMeanVirtualsize
Highly correlated

This variable is highly correlated with SectionMaxVirtualsize and should be ignored for analysis

Correlation	0.9903585268

SectionsMinEntropy
Numeric

Distinct count	25505
Unique (%)	18.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.259625023
Minimum	0
Maximum	7.995557576
Zeros (%)	21.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02039313524
Median	2.545296595
Q3	4.087324047
95-th percentile	4.226479277
Maximum	7.995557576
Range	7.995557576
Interquartile range	4.066930912

Descriptive statistics

Standard deviation	1.831893394
Coef of variation	0.81070681
Kurtosis	-1.557223942
Mean	2.259625023
MAD	1.686955924
Skewness	-0.08300685238
Sum	311934.4556
Variance	3.355833408
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 9.84279916e-04 2.73474127e-03 2.75503347e-03 2.80516401e-03 ... 7.43674897e+00 7.98818471e+00 7.98920015e+00 7.99553843e+00 7.99555758e+00], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	29967	21.7%
4.158506371	6020	4.4%
4.117264116	5620	4.1%
4.055230794	3558	2.6%
0.2069200178	2952	2.1%
4.034604952	2910	2.1%
4.053765822	2708	2.0%
4.189538612	2524	1.8%
0.02039313524	2482	1.8%
3.858139777	2277	1.6%
Other values (25495)	77029	55.8%

Minimum 5 values

Value	Count	Frequency (%)
0	29967	21.7%
0.001968559831	1	< 0.1%
0.002724235807	4	< 0.1%
0.002745246727	30	< 0.1%
0.002764820222	15	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.995557576	1	< 0.1%
7.995557096	1	< 0.1%
7.995538537	1	< 0.1%
7.995538324	1	< 0.1%
7.989941156	1	< 0.1%

SectionsMinRawsize
Numeric

Distinct count	694
Unique (%)	0.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	19564.87838
Minimum	0
Maximum	29000704
Zeros (%)	20.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	512
Median	3584
Q3	9728
95-th percentile	12288
Maximum	29000704
Range	29000704
Interquartile range	9216

Descriptive statistics

Standard deviation	354086.825
Coef of variation	18.09808464
Kurtosis	2308.883677
Mean	19564.87838
MAD	29243.99962
Skewness	42.26941708
Sum	2700872766
Variance	1.253774796e+11
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000000e+00 5.0000000e-01 2.6000000e+01 5.6500000e+01 6.8000000e+01 ... 1.8529280e+06 8.4684800e+06 1.2615936e+07 1.3102080e+07 2.9000704e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9728	35832	26.0%
0	28589	20.7%
512	22841	16.5%
4096	6390	4.6%
1024	6020	4.4%
9216	5592	4.1%
1536	5088	3.7%
5120	3162	2.3%
3584	2957	2.1%
6656	1966	1.4%
Other values (684)	19610	14.2%

Minimum 5 values

Value	Count	Frequency (%)
0	28589	20.7%
1	6	< 0.1%
4	1	< 0.1%
8	1	< 0.1%
16	26	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
29000704	2	< 0.1%
28665344	2	< 0.1%
22176768	2	< 0.1%
20267520	2	< 0.1%
15719936	2	< 0.1%

SectionsMinVirtualsize
Highly correlated

This variable is highly correlated with SectionsMinRawsize and should be ignored for analysis

Correlation	0.9991652712

SectionsNb
Numeric

Distinct count	28
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.994509116
Minimum	1
Maximum	40
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
Median	5
Q3	5
95-th percentile	8
Maximum	40
Range	39
Interquartile range	1

Descriptive statistics

Standard deviation	1.915329252
Coef of variation	0.3834869868
Kurtosis	87.70666697
Mean	4.994509116
MAD	0.9445088191
Skewness	6.277316318
Sum	689477
Variance	3.668486142
Memory size	1.1 MiB

Histogram with fixed size bins (bins=28)

Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 23. 27. 33. 39. 40. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	71763	52.0%
4	17807	12.9%
3	16732	12.1%
7	10729	7.8%
6	9159	6.6%
8	6501	4.7%
1	2089	1.5%
2	1926	1.4%
9	430	0.3%
10	219	0.2%
Other values (18)	692	0.5%

Minimum 5 values

Value	Count	Frequency (%)
1	2089	1.5%
2	1926	1.4%
3	16732	12.1%
4	17807	12.9%
5	71763	52.0%

Maximum 5 values

Value	Count	Frequency (%)
40	68	< 0.1%
38	2	< 0.1%
28	97	0.1%
26	46	< 0.1%
25	32	< 0.1%

SizeOfCode
Numeric

Distinct count	3809
Unique (%)	2.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	242595.5627
Minimum	0
Maximum	1818586738
Zeros (%)	4.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	512
Q1	30208
Median	113664
Q3	120320
95-th percentile	648704
Maximum	1818586738
Range	1818586738
Interquartile range	90112

Descriptive statistics

Standard deviation	5754485.404
Coef of variation	23.72048912
Kurtosis	80996.59937
Mean	242595.5627
MAD	284807.0495
Skewness	275.6827229
Sum	3.348958964e+10
Variance	3.311410227e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 8.00000000e+00 3.20000000e+02 6.41500000e+02 9.12000000e+02 ... 2.22745600e+07 2.22771200e+07 3.40792320e+07 6.45406720e+07 1.81858674e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
120320	15184	11.0%
119808	10029	7.3%
0	6009	4.4%
7680	5507	4.0%
118784	5454	4.0%
37888	4000	2.9%
113664	3157	2.3%
117248	3059	2.2%
29184	2634	1.9%
28672	2594	1.9%
Other values (3799)	80420	58.3%

Minimum 5 values

Value	Count	Frequency (%)
0	6009	4.4%
16	2	< 0.1%
128	1	< 0.1%
512	1072	0.8%
771	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1818586738	1	< 0.1%
1073827840	1	< 0.1%
74108928	1	< 0.1%
54972416	1	< 0.1%
51634176	1	< 0.1%

SizeOfHeaders
Numeric

Distinct count	30
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1297.87652
Minimum	448
Maximum	786432
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	448
5-th percentile	1024
Q1	1024
Median	1024
Q3	1024
95-th percentile	4096
Maximum	786432
Range	785984
Interquartile range	0

Descriptive statistics

Standard deviation	5595.523021
Coef of variation	4.311290738
Kurtosis	17641.56136
Mean	1297.87652
MAD	539.8795155
Skewness	129.3563751
Sum	179167960
Variance	31309877.88
Memory size	1.1 MiB

Histogram with fixed size bins (bins=30)

Histogram with variable size bins (bins=[4.48000e+02 4.80000e+02 5.20000e+02 6.88000e+02 7.52000e+02 ... 6.14400e+03 1.86880e+04 3.95264e+05 7.47520e+05 7.86432e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1024	118689	86.0%
4096	10135	7.3%
512	5944	4.3%
1536	2414	1.7%
2048	539	0.4%
2560	80	0.1%
768	66	< 0.1%
728	52	< 0.1%
65536	36	< 0.1%
736	16	< 0.1%
Other values (20)	76	0.1%

Minimum 5 values

Value	Count	Frequency (%)
448	1	< 0.1%
512	5944	4.3%
528	2	< 0.1%
544	1	< 0.1%
576	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
786432	3	< 0.1%
770048	2	< 0.1%
724992	2	< 0.1%
65536	36	< 0.1%
30208	1	< 0.1%

SizeOfHeapCommit
Highly correlated

This variable is highly correlated with MinorSubsystemVersion and should be ignored for analysis

Correlation	0.9999700019

SizeOfHeapReserve
Numeric

Distinct count	30
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1031957.512
Minimum	0
Maximum	13631488
Zeros (%)	1.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1048576
Q1	1048576
Median	1048576
Q3	1048576
95-th percentile	1048576
Maximum	13631488
Range	13631488
Interquartile range	0

Descriptive statistics

Standard deviation	181774.3953
Coef of variation	0.176145232
Kurtosis	279.6642671
Mean	1031957.512
MAD	40347.73152
Skewness	4.434314804
Sum	1.424586386e+11
Variance	3.304193078e+10
Memory size	1.1 MiB

Histogram with fixed size bins (bins=30)

Histogram with variable size bins (bins=[0.0000000e+00 2.0480000e+03 4.6080000e+03 8.0480000e+03 9.0960000e+03 ... 2.0725760e+06 2.1319680e+06 3.1805440e+06 8.9128960e+06 1.3631488e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1048576	135114	97.9%
0	1657	1.2%
4096	622	0.5%
32000	149	0.1%
4194304	143	0.1%
10240	137	0.1%
2097152	63	< 0.1%
65536	33	< 0.1%
8192	29	< 0.1%
69632	28	< 0.1%
Other values (20)	72	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	1657	1.2%
4096	622	0.5%
5120	4	< 0.1%
8000	3	< 0.1%
8096	6	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13631488	1	< 0.1%
4194304	143	0.1%
2166784	4	< 0.1%
2097152	63	< 0.1%
2048000	1	< 0.1%

SizeOfImage
Numeric

Distinct count	2312
Unique (%)	1.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	815975.038
Minimum	0
Maximum	1410035712
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	32768
Q1	184320
Median	516096
Q3	528384
95-th percentile	2129920
Maximum	1410035712
Range	1410035712
Interquartile range	344064

Descriptive statistics

Standard deviation	6530064.852
Coef of variation	8.002775266
Kurtosis	19646.22083
Mean	815975.038
MAD	804212.6597
Skewness	117.6035024
Sum	1.126429061e+11
Variance	4.264174697e+13
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 3.37600000e+03 4.04800000e+03 8.00000000e+03 8.44800000e+03 ... 2.96898560e+07 3.50842880e+07 1.02725632e+08 3.61533440e+08 1.41003571e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
528384	24233	17.6%
520192	9573	6.9%
339968	4190	3.0%
81920	4055	2.9%
524288	3742	2.7%
221184	3146	2.3%
851968	3009	2.2%
16384	2766	2.0%
516096	2635	1.9%
180224	2002	1.5%
Other values (2302)	78696	57.0%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
512	1	< 0.1%
3072	2	< 0.1%
3200	1	< 0.1%
3552	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1410035712	1	< 0.1%
671088640	3	< 0.1%
661667840	1	< 0.1%
536899584	1	< 0.1%
386695168	1	< 0.1%

SizeOfInitializedData
Numeric

Distinct count	3217
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	450486.6748
Minimum	0
Maximum	4294966272
Zeros (%)	1.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2560
Q1	24576
Median	263168
Q3	385024
95-th percentile	682496
Maximum	4294966272
Range	4294966272
Interquartile range	360448

Descriptive statistics

Standard deviation	21015985.18
Coef of variation	46.65173547
Kurtosis	38335.03337
Mean	450486.6748
MAD	453481.7583
Skewness	191.4932835
Sum	6.218833399e+10
Variance	4.416716332e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 6.40000000e+01 4.48000000e+02 5.76000000e+02 8.32000000e+02 ... 3.34720000e+07 7.92896000e+07 3.61163776e+08 4.29490586e+09 4.29496627e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
385024	26146	18.9%
14848	3750	2.7%
1536	3000	2.2%
682496	2952	2.1%
389632	2918	2.1%
8192	2597	1.9%
392192	2281	1.7%
309760	2260	1.6%
445952	2139	1.5%
15360	2056	1.5%
Other values (3207)	87948	63.7%

Minimum 5 values

Value	Count	Frequency (%)
0	1855	1.3%
128	1	< 0.1%
320	1	< 0.1%
384	2	< 0.1%
512	162	0.1%

Maximum 5 values

Value	Count	Frequency (%)
4294966272	1	< 0.1%
4294909952	1	< 0.1%
4294901760	1	< 0.1%
1680749107	1	< 0.1%
1409378816	1	< 0.1%

SizeOfOptionalHeader
Highly correlated

This variable is highly correlated with Machine and should be ignored for analysis

Correlation	0.9975412078

SizeOfStackCommit
Numeric

Distinct count	40
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5445.542808
Minimum	0
Maximum	2097152
Zeros (%)	1.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	4096
Q1	4096
Median	4096
Q3	4096
95-th percentile	16384
Maximum	2097152
Range	2097152
Interquartile range	0

Descriptive statistics

Standard deviation	18047.24211
Coef of variation	3.314130977
Kurtosis	5801.859693
Mean	5445.542808
MAD	2551.63234
Skewness	67.92858101
Sum	751740848
Variance	325702947.6
Memory size	1.1 MiB

Histogram with fixed size bins (bins=40)

Histogram with variable size bins (bins=[0.000000e+00 1.280000e+02 2.560000e+03 6.048000e+03 8.096000e+03 ... 7.065600e+04 1.433600e+05 3.810720e+05 1.572864e+06 2.097152e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4096	123320	89.3%
16384	8634	6.3%
8192	3470	2.5%
0	1778	1.3%
32768	235	0.2%
57344	147	0.1%
65536	131	0.1%
24576	94	0.1%
49152	59	< 0.1%
12288	49	< 0.1%
Other values (30)	130	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	1778	1.3%
256	2	< 0.1%
1024	1	< 0.1%
4096	123320	89.3%
8000	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2097152	3	< 0.1%
1048576	18	< 0.1%
1036288	2	< 0.1%
1032192	2	< 0.1%
815104	2	< 0.1%

SizeOfStackReserve
Numeric

Distinct count	40
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	930247.7282
Minimum	0
Maximum	33554432
Zeros (%)	1.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	262144
Q1	1048576
Median	1048576
Q3	1048576
95-th percentile	1048576
Maximum	33554432
Range	33554432
Interquartile range	0

Descriptive statistics

Standard deviation	555008.0632
Coef of variation	0.5966239384
Kurtosis	487.6986619
Mean	930247.7282
MAD	299955.5508
Skewness	11.599006
Sum	1.284179081e+11
Variance	3.080339503e+11
Memory size	1.1 MiB

Histogram with fixed size bins (bins=40)

Histogram with variable size bins (bins=[0.0000000e+00 2.0480000e+03 7.1680000e+03 2.4192000e+04 4.8768000e+04 ... 4.5971520e+06 9.1943040e+06 1.0242880e+07 1.4680064e+07 3.3554432e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1048576	101750	73.7%
262144	27129	19.7%
2097152	4421	3.2%
524288	1778	1.3%
0	1755	1.3%
4194304	822	0.6%
32000	149	0.1%
4096	39	< 0.1%
327680	36	< 0.1%
1310720	34	< 0.1%
Other values (30)	134	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	1755	1.3%
4096	39	< 0.1%
10240	1	< 0.1%
16384	12	< 0.1%
32000	149	0.1%

Maximum 5 values

Value	Count	Frequency (%)
33554432	4	< 0.1%
30408704	1	< 0.1%
16777216	7	< 0.1%
12582912	22	< 0.1%
10485760	3	< 0.1%

SizeOfUninitializedData
Numeric

Distinct count	441
Unique (%)	0.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	100952.5053
Minimum	0
Maximum	4294940713
Zeros (%)	88.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	109568
Maximum	4294940713
Range	4294940713
Interquartile range	0

Descriptive statistics

Standard deviation	16352876.18
Coef of variation	161.9858381
Kurtosis	68914.19261
Mean	100952.5053
MAD	190139.4642
Skewness	262.4166734
Sum	1.39361905e+10
Variance	2.674165594e+14
Memory size	1.1 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 4.00000000e+00 2.64000000e+02 7.68000000e+02 1.06800000e+03 ... 8.15923200e+06 1.70721280e+07 6.80714240e+07 4.29467181e+09 4.29494071e+09], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	121931	88.3%
1024	3651	2.6%
110592	2504	1.8%
16896	2390	1.7%
8192	1138	0.8%
154624	993	0.7%
512	550	0.4%
888832	432	0.3%
880640	303	0.2%
65536	289	0.2%
Other values (431)	3866	2.8%

Minimum 5 values

Value	Count	Frequency (%)
0	121931	88.3%
8	1	< 0.1%
16	2	< 0.1%
512	550	0.4%
1024	3651	2.6%

Maximum 5 values

Value	Count	Frequency (%)
4294940713	1	< 0.1%
4294402898	1	< 0.1%
69378048	1	< 0.1%
66764800	1	< 0.1%
23060480	1	< 0.1%

Subsystem
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

2	113911
3	22640
1	1457

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2	113911	82.5%
3	22640	16.4%
1	1457	1.1%
16	39	< 0.1%

Max length	2
Mean length	1.000282512
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

VersionInformationSize
Numeric

Distinct count	20
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.36311546
Minimum	0
Maximum	26
Zeros (%)	21.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13
Median	15
Q3	16
95-th percentile	19
Maximum	26
Range	26
Interquartile range	3

Descriptive statistics

Standard deviation	6.798878197
Coef of variation	0.5499324356
Kurtosis	-0.3164934851
Mean	12.36311546
MAD	5.454754521
Skewness	-1.036408486
Sum	1706691
Variance	46.22474473
Memory size	1.1 MiB

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
15	36601	26.5%
16	30380	22.0%
0	29872	21.6%
14	13608	9.9%
17	7782	5.6%
18	6218	4.5%
23	5330	3.9%
10	1898	1.4%
13	1515	1.1%
19	1319	1.0%
Other values (10)	3524	2.6%

Minimum 5 values

Value	Count	Frequency (%)
0	29872	21.6%
7	73	0.1%
8	80	0.1%
9	143	0.1%
10	1898	1.4%

Maximum 5 values

Value	Count	Frequency (%)
26	33	< 0.1%
25	2	< 0.1%
23	5330	3.9%
22	26	< 0.1%
21	136	0.1%

Count
Matrix

First rows

	AddressOfEntryPoint	BaseOfCode	BaseOfData	Characteristics	CheckSum	DllCharacteristics	ExportNb	FileAlignment	ImageBase	ImportsNb	ImportsNbDLL	ImportsNbOrdinal	legitimate	LoadConfigurationSize	Machine	MajorLinkerVersion	MajorOperatingSystemVersion	MajorSubsystemVersion	md5	MinorOperatingSystemVersion	MinorSubsystemVersion	Name	NumberOfRvaAndSizes	ResourcesMaxEntropy	ResourcesMaxSize	ResourcesMeanEntropy	ResourcesMeanSize	ResourcesMinEntropy	ResourcesMinSize	ResourcesNb	SectionAlignment	SectionMaxRawsize	SectionMaxVirtualsize	SectionsMaxEntropy	SectionsMeanEntropy	SectionsMeanRawsize	SectionsMeanVirtualsize	SectionsMinEntropy	SectionsMinRawsize	SectionsMinVirtualsize	SectionsNb	SizeOfCode	SizeOfHeaders	SizeOfHeapCommit	SizeOfHeapReserve	SizeOfImage	SizeOfInitializedData	SizeOfOptionalHeader	SizeOfStackCommit	SizeOfStackReserve	Subsystem	VersionInformationSize
0	6135	4096	372736	258	485887	1024	0	512	4194304.0	0	0	0	1	0	332	9	0	1	631ea355665f28d4707448e442fbf5b8	0	0	memtest.exe	16	3.537939	18032	3.262823	8797.000000	2.568844	216	4	4096	325120	551848	7.221051	5.766807	59712.0	126875.875	3.607430	1024	896	8	361984	1024	4096	1048576	1036288	115712	224	4096	1048576	16	16
1	81778	4096	143360	3330	188943	33088	0	512	771751936.0	181	7	0	1	72	332	9	5	5	9d10f99a6712e28f8acd5641e3a7ea6b	1	1	ose.exe	16	5.080177	1156	4.250461	837.000000	3.420744	518	2	4096	130560	130296	6.566909	4.839688	35584.0	37322.000	2.373525	2048	1840	4	130560	1024	4096	1048576	159744	19968	224	4096	1048576	2	18
2	350896	4096	811008	3330	1159817	32832	1	512	771751936.0	235	14	21	1	72	332	9	5	5	4d92f518527353c0db88a70fddcfd390	1	1	setup.exe	16	5.271813	270376	4.426324	31102.272727	2.846449	104	11	4096	517120	516760	7.600957	6.409558	273408.0	284498.000	4.885191	21504	21456	4	517120	1024	4096	1048576	1150976	621568	224	4096	1048576	2	18
3	451258	4096	798720	258	867570	33088	1	512	771751936.0	360	15	6	1	72	332	9	5	5	a41e524f8d45f0074fd07805ff0c9b12	1	1	DW20.EXE	16	6.400720	4264	4.364291	1457.000000	2.669314	90	10	4096	585728	585488	7.594929	6.641731	207872.0	238502.000	5.642565	15360	15208	4	585728	1024	4096	1048576	962560	369152	224	4096	1048576	2	18
4	217381	4096	536576	258	579287	33088	1	512	771751936.0	194	10	4	1	72	332	9	5	5	c87e561258f2f8650cef999bf643a731	1	1	dwtrig20.exe	16	5.190603	1300	4.306100	1074.500000	3.421598	849	2	4096	294912	294816	7.608305	6.252684	128128.0	135350.000	4.182282	2560	2320	4	294912	1024	4096	1048576	552960	247296	224	4096	1048576	2	18
5	4488	4096	8192	258	57436	34112	0	512	4194304.0	11	3	0	1	0	332	9	5	5	e6e5a0ab3b1a27127c5c4a29b237d823	0	0	airappinstaller.exe	16	7.965023	14671	4.843545	3858.600000	2.718577	104	10	4096	39424	39180	6.785996	4.207664	9420.8	9226.000	1.933161	512	272	5	512	1024	4096	1048576	65536	46592	224	4096	1048576	2	16
6	219331	4096	229376	290	359472	33088	0	512	4194304.0	250	11	6	1	72	332	9	5	5	dd7d901720f71e7e4f5fb13ec973d8e9	0	0	AcroBroker.exe	16	5.232167	8648	3.892779	1629.142857	1.346314	52	7	4096	222720	222255	6.532661	5.586708	57958.4	57968.200	4.846096	10240	10090	5	222720	1024	4096	1048576	303104	67072	224	4096	1048576	2	16
7	587663	4096	831488	290	1495645	33088	0	512	4194304.0	543	9	13	1	72	332	9	5	5	540c61844ccd78c121c3ef48f3a34f0e	0	0	AcroRd32.exe	16	6.373890	270376	4.102636	11939.689655	1.664392	94	29	4096	823808	823594	6.588679	5.266694	294809.6	298220.000	3.694051	15360	33448	5	823808	1024	4096	1048576	1507328	650240	224	4096	1048576	2	15
8	6751	4096	8192	290	28316	33088	0	512	4194304.0	61	3	0	1	72	332	9	5	5	9afe3c62668f55b8433cde602258236e	0	0	AcroRd32Info.exe	16	5.929812	1164	5.097499	616.500000	3.435993	94	4	4096	4096	3880	5.977442	4.144912	2252.8	2177.600	0.393689	512	664	5	4096	1024	4096	1048576	24576	7168	224	4096	1048576	2	15
9	27055	4096	36864	290	90988	33088	0	512	4194304.0	100	6	0	1	72	332	9	5	5	ba621a96e44f6558c08cf25b40cb1bd4	0	0	AcroTextExtractor.exe	16	5.015407	924	4.235788	820.000000	3.456169	716	2	4096	29696	29231	5.822611	4.671043	8499.2	8331.800	2.834778	1024	1424	5	29696	1024	4096	1048576	57344	12800	224	4096	1048576	2	15

Last rows

	AddressOfEntryPoint	BaseOfCode	BaseOfData	Characteristics	CheckSum	DllCharacteristics	FileAlignment	ImageBase	ImportsNb	ImportsNbDLL	ImportsNbOrdinal	LoadConfigurationSize	Machine	MajorImageVersion	MajorLinkerVersion	MajorOperatingSystemVersion	MajorSubsystemVersion	md5	MinorLinkerVersion	MinorOperatingSystemVersion	MinorSubsystemVersion	Name	NumberOfRvaAndSizes	ResourcesMaxEntropy	ResourcesMaxSize	ResourcesMeanEntropy	ResourcesMeanSize	ResourcesMinEntropy	ResourcesMinSize	ResourcesNb	SectionAlignment	SectionMaxRawsize	SectionMaxVirtualsize	SectionsMaxEntropy	SectionsMeanEntropy	SectionsMeanRawsize	SectionsMeanVirtualsize	SectionsMinEntropy	SectionsMinRawsize	SectionsMinVirtualsize	SectionsNb	SizeOfCode	SizeOfHeaders	SizeOfHeapCommit	SizeOfHeapReserve	SizeOfImage	SizeOfInitializedData	SizeOfOptionalHeader	SizeOfStackCommit	SizeOfStackReserve	Subsystem	VersionInformationSize
138037	24735	4096	118784	258	2018159768	33088	512	4194304.0	7	4	1	0	332	0	11	5	5	c24adca72ac6c9fdc275b72102fba1b8	0	1	1	VirusShare_c24adca72ac6c9fdc275b72102fba1b8	16	7.967002	534528	4.453368	80992.857143	2.623078	62	7	4096	246272	806912	7.998942	4.263377	94549.333333	281429.333333	0.206920	512	512	3	113664	1024	4096	1048576	851968	682496	224	4096	1048576	2	0
138038	5339	4096	12288	258	327119	34112	512	4194304.0	41	3	0	0	332	6	8	4	4	8b8589f45c8a30f9140b0e2fae580fcb	0	0	0	VirusShare_8b8589f45c8a30f9140b0e2fae580fcb	16	5.155409	3752	3.513607	1314.166667	2.156021	48	6	4096	176640	176640	7.998719	4.896861	45275.428571	45249.857143	0.000000	0	348	7	7680	1024	4096	1048576	339968	309248	224	4096	1048576	2	23
138039	61532	4096	126976	258	537426	33088	512	4194304.0	90	3	0	72	332	0	10	5	5	fb30cd9d17cdf8cf1601e6e4c4197145	0	1	1	VirusShare_fb30cd9d17cdf8cf1601e6e4c4197145	16	5.317552	9640	3.752798	2738.833333	2.458492	48	6	4096	330752	339716	7.963098	5.659356	100966.400000	102635.800000	4.158506	9728	9416	5	119808	1024	4096	1048576	528384	385024	224	4096	1048576	2	15
138040	61532	4096	126976	258	546666	33088	512	4194304.0	90	3	0	72	332	0	10	5	5	f71ae0fdb30a5b4251436ba4e45f53de	0	1	1	VirusShare_f71ae0fdb30a5b4251436ba4e45f53de	16	5.317552	9640	3.703147	2738.833333	2.458492	48	6	4096	330752	339620	7.962716	5.641907	100966.400000	102612.600000	4.077793	9728	9396	5	119808	1024	4096	1048576	528384	385024	224	4096	1048576	2	15
138041	42488	4096	45056	33167	0	32768	512	4194304.0	96	8	0	0	332	6	2	1	4	78de357e6e7bbfd27eb050858c1d07d1	25	0	0	VirusShare_78de357e6e7bbfd27eb050858c1d07d1	16	5.084524	2216	3.460466	726.285714	2.645763	44	14	4096	40448	40240	6.631766	2.316900	6976.000000	7560.000000	0.000000	0	8	8	40448	1024	4096	1048576	81920	17920	224	16384	1048576	2	15
138042	123291	4096	212992	258	0	33088	512	4194304.0	133	7	0	72	332	0	11	5	5	8e292b418568d6e7b87f2a32aee7074b	0	1	1	VirusShare_8e292b418568d6e7b87f2a32aee7074b	16	7.677091	81654	4.122736	14900.714286	1.370260	16	7	4096	205824	205644	6.516364	4.787797	84070.400000	85753.600000	2.247185	7168	16340	5	205824	1024	4096	1048576	442368	223744	224	4096	1048576	2	0
138043	40000	4096	45056	33167	0	32768	512	4194304.0	96	8	0	0	332	6	2	1	4	260d9e2258aed4c8a3bbd703ec895822	25	0	0	VirusShare_260d9e2258aed4c8a3bbd703ec895822	16	5.050074	67624	3.377663	6905.846154	2.031619	44	26	4096	181248	180988	6.562232	2.256582	27904.000000	28451.500000	0.000000	0	8	8	37888	1024	4096	1048576	253952	185344	224	16384	1048576	2	15
138044	59610	4096	122880	258	515385	33088	512	4194304.0	107	6	0	72	332	0	10	5	5	8d088a51b7d225c9f5d11d239791ec3f	0	1	1	VirusShare_8d088a51b7d225c9f5d11d239791ec3f	16	7.990487	22648	6.825406	14981.909091	2.617026	48	22	4096	331264	330808	7.977423	5.659426	99737.600000	101043.000000	4.217938	9728	9304	5	118272	1024	4096	1048576	516096	380416	224	4096	1048576	2	14
138045	51216	4096	53248	33166	0	0	512	4194304.0	101	9	0	0	332	0	2	1	4	4286dccf67ca220fe67635388229a9f3	25	0	0	VirusShare_4286dccf67ca220fe67635388229a9f3	16	4.739744	2216	3.421627	601.600000	2.060964	16	10	4096	49152	48696	6.431188	3.012682	8256.000000	8362.875000	0.000000	0	12	8	49152	1024	4096	1048576	90112	16896	224	16384	1048576	2	0
138046	22731	4096	118784	258	2018448048	33088	512	4194304.0	88	4	1	72	332	0	11	5	5	d7648eae45f09b3adb75127f43be6d11	0	1	1	VirusShare_d7648eae45f09b3adb75127f43be6d11	16	6.115374	318464	4.407252	96625.000000	1.980482	20	4	4096	387072	386824	6.562745	5.246001	114278.400000	115790.800000	3.907011	6656	15252	5	111616	1024	4096	1048576	593920	468480	224	4096	1048576	2	0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows